Algorithm Development for Biomedical Applications
Algorithm Development for Biomedical Applications
Job Details
Vacancies
1 position
Experience Required
No experience required
Job Description
Key Learning Objectives:
1. Technical Foundations
- Learn the structure, variability, and challenges of biomedical data (e.g., noise, drift, motion artifacts).
- Acquire foundational skills in biomedical signal processing, feature extraction, and machine learning approaches.
2. Algorithm Development
- Design and implement algorithms for biomedical data pre-processing, classification, or trend detection.
- Apply filtering, noise reduction, and adaptive methods suitable for continuous or real-time sensing.
3. Data Validation and Analysis
- Evaluate algorithm performance using metrics such asaccuracy, sensitivity, and robustness.
- Conduct validation using experimental or prototypedata
- Compare algorithmic approaches to identify optimalmethods for specific biomedical targets.
4. Document and communicate development progress
- Present technical findings through written reports, presentations, or demonstration prototypes.
Intern’s Responsibilities:
- Assist in data handling
- Support algorithm development
- Run experiments & document results
- Review relevant literature, summarize findings and propose ideas for improvement
- Ensure code and data management standards
Training and Development:
-What training will be provided to interns?(e.g., software tools, technical workshops, soft skills)
- Technical and Research Training: Biomedical Data Processing Fundamental, Algorithm Design and Machine Learning, Data Validation and Evaluation Techniques
- Software tools: git for version control
- Soft skills: agile project workflow, documentation & reporting, literature (papers/patents) review skills
-Will the intern be involved in any projects or team work?
- Yes, will be involved in wearable algorithms development
Benefits:
- Allowance Provided – Interns will receive a monthly allowance to support their contributions.
- Paid Annual Leave – Applicable to interns who complete more than 3 months of service.
- Supportive Culture – Join a vibrant team environment that champions continuous learning, collaboration, and growth.
- Global Exposure – Gain experience working within a well-established Japanese multinational corporation.
- Supportive Environment – Enjoy guidance from approachable supervisors and camaraderie with friendly high calibre colleagues.
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